Random Forests for Big Data.
Robin GenuerJean-Michel PoggiChristine Tuleau-MalotNathalie Villa-VialaneixPublished in: CoRR (2015)
Keyphrases
- big data
- random forests
- random forest
- ensemble methods
- decision trees
- cloud computing
- data analysis
- machine learning algorithms
- logistic regression
- data processing
- tree ensembles
- data management
- business intelligence
- randomized trees
- vast amounts of data
- big data analytics
- social media
- knowledge discovery
- data science
- decision tree ensembles
- information processing
- benchmark datasets
- prediction accuracy
- machine learning methods
- regression forests
- data sets
- data warehousing
- feature set
- object oriented
- association rules
- bayesian networks